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swift-1.5-iq2_xs

LM-STUDIO UNKNOWN
Excellent

Nov 14, 2026 · AMD Ryzen 5 5600X 6-Core Processor

gemma4:12b

OLLAMA GGUF

gemma4 · 11.9B · Q4_K_M

Not Rec.

Nov 13, 2026 · Intel Gen Intel® Core™ i7-12700

Global Score
96 vs 86
Hardware Fit
94 vs 80
Quality Score
97 vs 89

Hardware

swift-1.5-iq2_xs gemma4:12b
MachineGigabyte Technology Co., Ltd. B550M AORUS PROASUS
CPUAMD Ryzen 5 5600X 6-Core ProcessorIntel Gen Intel® Core™ i7-12700
Cores1220
RAM47 GB30 GB
GPUAD106 [GeForce RTX 4060 Ti]Alder Lake-S GT1 [UHD Graphics 770], NVIDIA GeForce RTX 3060
OSArch LinuxUbuntu 26.04.1 LTS
Archx64x64
Power Modelow-powerlow-power

Performance

swift-1.5-iq2_xs gemma4:12b
Tokens/sec60.074.4
First chunk2 ms152 ms
TTFT2.6 s30.0 s
Load timeN/A0.0 s
Memory usage0.9 GB0.8 GB
Memory %2%3%

HW Fit Score Breakdown

swift-1.5-iq2_xs

Speed
50/50
TTFT
14/20
Memory
30/30

gemma4:12b

Speed
50/50
TTFT
0/20
Memory
30/30

Quality

swift-1.5-iq2_xs

Reasoning
20/20
Coding
19/20
Instruction
19/20
Structured
15/15
Math
15/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

gemma4:12b

Reasoning
18/20
Coding
15/20
Instruction
17/20
Structured
15/15
Math
14/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View swift-1.5-iq2_xs details | View gemma4:12b details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest